Paper Citation Record · LEDGER

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 1 inbound Pith citation observation for arXiv:2607.09161.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.09161 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T05:00:31.977289Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T01:02:27.660370Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy0
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2634b6e-4bd2-49a1-b843-7cac8871d9b0 · outbound

This paper cites Clone detection techniques and tools in software engineer- ing.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Clone detection techniques and tools in software engineer- ing

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f508742e-d7b4-4ee5-b7e1-7512b970374d · outbound

This paper cites Chroma documentation, 2024.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Chroma documentation, 2024

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d70673a5-f731-48c0-98e5-5d5df3bca1b2 · outbound

This paper cites CodeBERT: A pre-trained model for programming and natural languages.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories CodeBERT: A pre-trained model for programming and natural languages

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42893427-2dd1-48ec-817e-414a2ab87c07 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a923292-8a65-467e-a520-408ee1b0ba2d · outbound

This paper cites GraphCodeBERT: Pre- training code representations with data flow.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories GraphCodeBERT: Pre- training code representations with data flow

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f41b880-3c42-4e1a-b544-64a51bf2bcdc · outbound

This paper cites Per- sonalized learning analytics through static code analysis in computer science education.Acta Informatica Pragensia, 15 (1):54–71, 2026.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Per- sonalized learning analytics through static code analysis in computer science education.Acta Informatica Pragensia, 15 (1):54–71, 2026

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b33d4e9e-d2c6-4e97-811a-045708680240 · outbound

This paper cites Bridging behavioral biometrics and source code stylome- try: A survey of programmer attribution.arXiv preprint arXiv:2603.11150, 2026.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Bridging behavioral biometrics and source code stylome- try: A survey of programmer attribution.arXiv preprint arXiv:2603.11150, 2026

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97caacfa-94a2-4dcf-966b-aadcb09055e4 · outbound

This paper cites Benchmarking ai models for grading cs assignments across multiple domains.Acta Polytechnica Hungarica, 23(5), 2026.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Benchmarking ai models for grading cs assignments across multiple domains.Acta Polytechnica Hungarica, 23(5), 2026

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20dd517e-a78d-45d2-b5a6-c2d9a2142926 · outbound

This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63dd197-a8cb-4b6c-8eba-79f1e2c819aa · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88834303-24ec-4b6d-8ac8-a083bd4b8c42 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive NLP tasks.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Retrieval-augmented generation for knowledge-intensive NLP tasks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f1c2f81-5fa2-43f4-be30-f91cbb9ac302 · outbound

This paper cites an unresolved cited work.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52352996-9217-4db8-8739-4e49b957bc4a · outbound

This paper cites Malkov and Dmitry A.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Malkov and Dmitry A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a98fa8c-18a2-44f7-b7a0-cdf31bd750ec · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Text and Code Embeddings by Contrastive Pre-Training

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88c8a72e-f79c-424a-9d8c-1118388dd200 · outbound

This paper cites Embeddings — OpenAI API documentation, 2024.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Embeddings — OpenAI API documentation, 2024

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c529aa-983f-407e-b4d0-7909f53d3272 · outbound

This paper cites Profile-driven source code exploration.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Profile-driven source code exploration

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fccac76-eacb-440f-b862-f6224082e7dd · outbound

This paper cites Towards automated assessment in game-creative programming courses.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Towards automated assessment in game-creative programming courses

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaf23cf1-ae8a-48c0-b8f4-b20c5188a1de · outbound

This paper cites Game- creative learning in programming courses over 15 years.Acta Polytechnica Hungarica, 22(1):123–141, 2025.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Game- creative learning in programming courses over 15 years.Acta Polytechnica Hungarica, 22(1):123–141, 2025

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b7420d-8104-4085-a6f5-677166da84f8 · outbound

This paper cites Xu, Yiqing Xie, Graham Neubig, and Daniel Fried.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories Xu, Yiqing Xie, Graham Neubig, and Daniel Fried

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b490c70a-5f6c-4447-adc0-4e7dc6985e70 · outbound

This paper cites ICE-Score: Instructing large language mod- els to evaluate code.

Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories ICE-Score: Instructing large language mod- els to evaluate code

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T05:00:31.977289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 91fae589-589c-4a0b-aab3-8bfe1b651cb6 · inbound

Source Code Authorship Attribution Does Not Generalize from Competitions to Classrooms cites this paper.

Source Code Authorship Attribution Does Not Generalize from Competitions to Classrooms Evaluating Semantic and Quality-Aware Retrieval for Source Code Repositories

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T01:02:27.660370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.